A support vector machine (SVM) is a computer algorithm that learns by example to assign labels to objects 1.For instance, an SVM can learn to recognize fraudulent credit card activity by examining ...

An example of independent categorical data is a predictor variable community, which can take values "suburban," "rural" or "city." For such data I recommend using what's often called 1-of-(C-1) ...